Constructing Technology Commercialization Capability

Abstract

In the era of big data-driven digital economies, technology commercialization capability has become the lifeblood of high-tech enterprises to shape competitive advantage and achieve multiplier growth, while the related research is still limited. Drawing on the dynamic capability theory, this study asserts that external user engagement provides an imperative way to enhance technology commercialization capability. Although the highly complicated external environment may weaken this link, high-tech enterprises’ own big data analytics capability contributes to effectively coping with the unpredictable changing environment, thereby amplifying the brighter side of user engagement. The moderated moderation model and hypotheses were supported by the unique surveys of 216 high-tech enterprises. Further, the findings broaden the vision of related research fields, and provide meaningful practical guidance for strategic decision-making and dynamic capability constructing of high-tech enterprises in the new era.

Business Management in the Information Age: Use of Systems, Data Processing and Scalability for Organizational Efficiency

“…Large-scale data processing requires appropriate infrastructures and tools to ensure the efficiency and speed of analysis [37], [38], [49]- [51]. Finally, the analysis of big data involves facing problems of complexity and heterogeneity, as well as the need to implement advanced artificial intelligence and machine learning techniques [12], [52]- [57].…”

Digital Transformation and Firm Performance

“…For firms, their users know their products most, and these users usually have the most cutting-edge knowledge of the market. By then, users' participation in firms' projects make their knowledge recognized by the firms (Cai et al, 2022). This understanding helps the firms know more about their products and market, enabling them improve their products or services to get a better performance (Taghizadeh et al, 2018;Zhang, 2011).…”

Enterprise Digital Transformation and Regional Green Innovation Efficiency Based on the Perspective of Digital Capability: Evidence from China

“…In the context of rapid digital development and enterprise digital transformation, although the digital information acquisition ability of enterprises has been strengthened, massive data resources make it difficult for enterprises to distinguish between true and false in the process of use. Therefore, enterprises should have the ability to effectively analyze and use a large number of data resources, screen valuable information in the data resources [22], promote enterprises to make breakthroughs in green innovation, help eliminate the concerns of enterprises when exchanging information with other innovation entities, and promote all kinds of innovation entities to jointly improve the ERGI. In addition, the DTE also facilitates the sharing of resources.…”

“…Enterprise digital utilization capability refers to the ability of enterprises to analyze and sort out the acquired digital resources, remove redundant resources, screen data resources, and develop and utilize them. Strengthening the digital utilization capability of enterprises is conducive to mining valuable information from massive data, effectively coping with unpredictable changing environments [22], and improving the use of digital information and ERGI. In the digital era, enterprises are faced with massive data, but there are redundant and repetitive data resources, which is a double-edged sword for the improvement of ERGI.…”